Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "163"
csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 163 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 135 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_
Found 133 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
            antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
        else:
            antnum = int(row['Ant'])
        if antnum != int(antenna):
            continue
        
        if np.issubdtype(type(row['Node']), np.integer):
            row['Node'] = str(row['Node'])
        if type(row['Node']) == str and row['Node'].isnumeric():
            row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 163, Node N14:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459952 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.601964 1.369009 -0.181086 0.622779 -0.521983 0.154322 0.015333 2.775016 0.6669 0.6773 0.3873 nan nan
2459951 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.163528 0.994395 -0.101575 0.478126 -0.140624 0.782543 -0.069709 2.123992 0.6704 0.6834 0.3887 nan nan
2459950 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.276020 1.325557 -0.117552 0.431459 0.133588 1.248048 -0.308141 0.010278 0.6725 0.6828 0.3935 nan nan
2459949 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.199775 1.408842 -0.122993 0.513219 0.036437 1.075156 -0.135227 0.937027 0.6637 0.6711 0.3948 nan nan
2459948 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.301232 1.162731 -0.530171 0.434870 -0.353676 0.664382 -0.352117 0.525101 0.6903 0.7035 0.3661 nan nan
2459947 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.167124 1.117516 -0.368220 0.209510 0.089377 0.928790 -0.074778 0.372993 0.7009 0.6944 0.3532 nan nan
2459946 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.608362 0.010676 -0.579659 0.377810 0.024632 0.181554 0.460811 2.702104 0.6723 0.6759 0.3844 nan nan
2459945 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.499228 0.124594 -0.474166 0.284063 -0.267709 1.472861 -0.219349 1.121043 0.6790 0.6797 0.3847 nan nan
2459944 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.578232 0.059478 -0.378652 0.349613 -0.267138 0.835716 -0.499204 0.801660 0.6832 0.6838 0.3828 nan nan
2459943 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.208559 0.051268 -0.369003 0.274375 -0.199927 1.050205 -0.675054 0.055993 0.6815 0.6873 0.3893 nan nan
2459942 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.342180 0.046564 -0.434741 0.240436 -0.067709 1.162130 -0.496162 0.329802 0.6879 0.6836 0.3734 nan nan
2459941 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.348635 1.128684 -0.511683 0.358613 0.191321 1.433682 -0.239219 1.554831 0.6710 0.6776 0.3987 nan nan
2459940 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.279230 1.270397 -0.499124 0.357679 0.289942 1.580442 -0.012601 2.926149 0.6779 0.6834 0.3957 nan nan
2459939 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.008022 1.200541 -0.408400 0.296951 0.114070 1.622823 -0.189505 0.829909 0.6796 0.6854 0.3958 nan nan
2459938 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.017529 1.177576 -0.445152 0.245549 0.024287 0.746778 -0.207576 1.248922 0.6798 0.6885 0.3912 nan nan
2459937 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.171387 1.149508 -0.420318 0.265440 0.094365 1.415004 -0.369421 0.406824 0.6977 0.7085 0.3593 nan nan
2459936 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.510959 0.997690 -0.412206 0.171280 -0.528574 0.628578 -0.016946 0.316757 0.8157 0.8128 0.1836 nan nan
2459935 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.183414 0.713005 -0.707368 0.230462 -0.189357 0.724658 0.148113 2.356932 0.6791 0.6843 0.3930 nan nan
2459934 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.129846 1.118442 -0.678219 0.073389 -0.359201 0.504786 -0.373249 1.033316 0.6853 0.6933 0.3962 nan nan
2459933 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.017632 0.861155 -0.691083 0.038357 -0.438857 1.350591 -0.172386 0.946444 0.6861 0.6985 0.3973 nan nan
2459932 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.031141 1.307230 -0.717895 0.120569 -0.657882 3.128630 0.100927 1.562086 0.6178 0.6285 0.3488 nan nan
2459931 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.246255 0.994439 -0.565929 0.148578 -0.459839 0.242112 -0.078620 1.187706 0.6938 0.7029 0.3823 nan nan
2459930 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.144731 0.838582 -0.548509 0.359429 -0.301907 0.458403 -0.215091 0.549102 0.6915 0.6994 0.3879 nan nan
2459929 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.348077 -0.163112 -0.245545 0.258372 -0.224305 0.186445 0.157115 0.444016 0.8030 0.7994 0.1917 nan nan
2459928 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.106123 1.163217 -0.568575 0.213534 -0.091147 0.780183 -0.019907 1.614786 0.6780 0.6865 0.3845 nan nan
2459927 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.091559 1.666938 -0.504695 0.194364 -0.608933 0.757448 -0.032063 0.513697 0.6214 0.6257 0.3352 nan nan
2459926 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.100781 1.503485 -0.127171 0.268288 -0.056911 0.603889 0.009714 0.437727 0.8098 0.8212 0.1910 nan nan
2459925 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.589455 -0.378116 -0.504254 0.222565 -0.587163 0.421372 -0.157250 0.418469 0.7885 0.7764 0.2199 nan nan
2459924 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.165278 -0.301377 -0.331616 0.166498 0.673198 1.180130 0.430871 0.571733 0.6994 0.7044 0.3641 nan nan
2459923 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.135929 -0.404140 -0.462673 0.440242 -0.518716 0.343433 -0.149739 0.550385 0.7384 0.7403 0.3320 nan nan
2459922 digital_ok 100.00% 100.00% 100.00% 0.00% - - 9.792233 10.752438 7.297499 7.940048 10.049010 10.056476 0.490872 0.843631 0.0275 0.0255 0.0018 nan nan
2459921 digital_ok 100.00% 100.00% 100.00% 0.00% - - 8.968688 9.666102 8.094771 9.172872 11.553172 11.422154 0.294117 0.812716 0.0277 0.0253 0.0023 nan nan
2459920 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459919 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.096616 0.232768 -0.410238 0.242765 0.846095 1.752741 0.107430 0.675444 0.6858 0.6891 0.3813 nan nan
2459918 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.139380 -0.048906 -0.544800 0.099705 -0.157290 0.446983 -0.072430 1.257322 0.6922 0.6956 0.3907 nan nan
2459917 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.261662 -0.647121 -0.358536 0.294598 -0.191067 1.786867 -0.027858 2.153503 0.7295 0.7311 0.4424 nan nan
2459916 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.225317 -0.135294 -0.423154 0.117404 -0.034600 0.922001 0.000796 0.824178 0.6937 0.6988 0.3924 nan nan
2459915 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.060732 -0.297246 -0.480982 0.138699 -0.198671 0.651835 -0.526353 0.375572 0.7330 0.7297 0.3499 nan nan
2459914 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.066627 -0.528976 -0.642604 0.069144 -0.311686 0.551720 -0.332733 0.304025 0.7505 0.7510 0.2989 nan nan
2459913 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.137141 1.258023 -0.623663 0.172830 0.222733 1.054293 0.181441 2.028863 0.7178 0.7078 0.3921 nan nan
2459912 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.042875 1.043271 -0.627591 0.294034 0.076163 0.956358 -0.264714 1.691994 0.6913 0.7018 0.3916 nan nan
2459911 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.327333 0.843747 -0.592725 0.194181 -0.215999 -0.262138 -0.412621 0.620656 0.6884 0.6997 0.3978 nan nan
2459910 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.273522 0.951621 -0.598215 0.128004 -0.140822 1.184565 -0.345122 0.525026 0.6928 0.7029 0.3948 nan nan
2459909 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.209143 1.173672 -0.587997 0.178414 -0.025178 1.172235 0.011897 1.286688 0.6903 0.7013 0.3950 nan nan
2459908 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.202902 1.192623 -0.543736 0.251902 -0.197508 0.828102 -0.050528 1.083527 0.6967 0.7113 0.3932 nan nan
2459907 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.346134 1.146147 -0.656567 0.173767 -0.186159 0.837104 -0.250955 0.971843 0.6917 0.7058 0.3915 nan nan
2459906 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.240223 1.078223 -0.739752 0.066686 0.155280 1.607632 0.245374 2.392033 0.6823 0.7014 0.3916 nan nan
2459905 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.133246 1.064828 -0.595020 0.090400 0.171540 1.632078 0.137423 2.002473 0.6745 0.6943 0.3975 nan nan
2459904 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.006058 0.973710 -0.630222 0.162879 0.065816 1.276552 0.618485 2.727877 0.6767 0.6937 0.3901 nan nan
2459903 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.341886 0.963888 -0.603617 0.101576 -0.186184 1.026889 0.602939 2.269545 0.6802 0.6948 0.3939 nan nan
2459902 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.347556 1.391862 -0.648918 -0.101442 -0.286067 1.244480 -0.054314 0.927146 0.6867 0.6963 0.3857 nan nan
2459901 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.683983 1.568150 -0.597089 0.088492 0.154284 0.934296 1.896516 1.424682 0.6830 0.6968 0.4029 nan nan
2459900 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.476301 1.362045 -0.584384 0.106213 0.198620 1.271856 0.346438 1.673460 0.6415 0.6580 0.3315 nan nan
2459898 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.175795 0.942063 -0.680449 0.072820 0.066782 0.518540 0.258646 3.276243 0.6884 0.6996 0.3914 nan nan
2459897 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.379684 0.844649 -0.802102 0.142250 0.162676 0.450996 1.212110 1.954712 0.0923 0.0974 0.0418 nan nan
2459896 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.589627 0.840884 -0.675007 0.034656 -0.276720 0.105306 -0.158470 0.588899 0.0902 0.0913 0.0399 nan nan
2459895 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.072995 1.240408 -0.659617 -0.086789 -0.333897 0.479964 -0.414369 0.109739 0.0933 0.0914 0.0210 nan nan
2459894 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.159974 1.048642 -0.726370 0.150050 -0.374617 0.618045 -0.104849 1.536125 0.0938 0.0923 0.0375 nan nan
2459893 digital_ok 0.00% 38.49% 38.49% 0.00% - - -0.573401 1.158252 -0.694647 0.095635 -0.234694 0.941063 2.161686 1.732936 0.4839 0.4825 0.2518 nan nan
2459892 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.759912 1.122785 -0.779935 -0.007005 -0.503924 0.805491 0.760810 1.176288 0.6944 0.7033 0.3822 nan nan
2459891 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.511896 0.946079 -0.850013 0.109063 -0.346090 1.175268 1.361043 2.201354 0.6904 0.6992 0.3856 nan nan
2459890 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.427745 1.060290 -0.710669 0.007704 -0.564797 0.881656 -0.286717 0.668686 0.6940 0.6981 0.3861 nan nan
2459889 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.192862 1.036398 -0.957063 0.031452 -0.674438 -0.106797 0.323027 2.681920 0.7004 0.7018 0.3809 nan nan
2459888 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.402603 0.886312 -0.695924 0.091058 0.008061 2.639106 -0.606667 0.190918 0.7140 0.7183 0.3748 nan nan
2459887 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.622218 0.918755 -0.560446 -0.058941 0.127612 1.120682 -0.206692 0.901388 0.6996 0.7028 0.3837 nan nan
2459886 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.037512 1.547883 -0.511344 0.001000 -0.125262 0.359954 -0.288985 0.109393 0.7794 0.7690 0.3153 nan nan
2459885 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.637026 -0.529497 1.205290 -0.732415 -1.475136 0.624623 -0.509882 -0.530188 0.7455 0.7373 0.3390 nan nan
2459884 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.474951 0.400415 -0.752980 -0.068817 -0.006192 0.733222 -0.348949 0.585349 0.7040 0.6980 0.3845 nan nan
2459883 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.994580 0.009719 0.833784 -0.669367 -1.278412 0.075526 -0.354855 1.727088 0.7007 0.7043 0.3763 nan nan
2459882 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.848989 0.072294 0.917651 -0.807349 -1.428498 1.021787 -0.141047 0.930329 0.7017 0.7016 0.3727 nan nan
2459881 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.104774 0.546586 1.136483 -0.848898 -1.294111 0.533914 1.589011 6.236088 0.7397 0.7485 0.3187 nan nan
2459880 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.701379 0.223676 0.366663 -0.754618 -1.056779 -0.303388 -0.110576 1.048622 0.6972 0.7026 0.3857 nan nan
2459879 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.564416 -0.257618 -0.424667 0.186049 0.046960 0.027886 0.158936 1.666434 0.6870 0.6963 0.4001 nan nan
2459878 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.418900 -0.935668 0.940175 -0.730734 -1.151998 0.937989 0.126701 1.546773 0.6913 0.7023 0.3950 nan nan
2459876 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.742006 -0.935241 0.625936 -0.632835 -0.646231 2.644328 0.319630 1.628183 0.7081 0.6898 0.3886 nan nan
2459875 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.102040 -1.319783 1.106331 -0.941216 -1.227743 0.785098 -0.349473 0.641401 0.7170 0.7185 0.3949 nan nan
2459874 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459873 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.300624 -1.597231 0.535072 -0.879886 -1.239407 0.053643 -0.468242 0.724918 0.7124 0.6798 0.3831 nan nan
2459872 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.047346 -1.963330 1.453014 -1.084029 -1.326889 1.162265 0.274893 2.322477 0.0535 0.0611 0.0049 nan nan
2459871 digital_ok 0.00% 50.38% 50.38% 0.00% - - 0.249644 -1.591090 1.050031 -1.057449 -1.117056 3.696496 -0.052815 0.634325 0.3884 0.3628 0.1661 nan nan
2459870 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.427475 -1.841286 0.659371 -0.888602 -1.275088 0.409580 1.096237 2.181611 0.7198 0.6927 0.3797 nan nan
2459869 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.549183 -2.228124 0.438508 -0.698836 -1.058133 0.828561 0.241660 0.077981 0.7268 0.7124 0.3747 nan nan
2459868 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.688839 -1.937442 0.775620 -1.244764 -1.119164 0.451605 0.516307 2.322388 0.7090 0.6840 0.3946 nan nan
2459867 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.435177 -1.536490 0.810231 -1.165841 -1.260890 0.133082 0.357787 1.274293 0.7206 0.6906 0.3954 nan nan
2459866 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.528055 -1.420910 0.857595 -1.017969 -1.550237 -0.156926 -0.383111 -0.157922 0.7181 0.6881 0.3897 nan nan
2459865 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.118860 -0.869564 1.221559 -1.039737 -1.054437 0.315011 0.149419 0.265384 0.7340 0.7067 0.3653 nan nan
2459864 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.825983 -1.326628 2.378073 5.595578 -0.827484 1.077088 1.671255 4.228069 0.7182 0.6772 0.4099 nan nan
2459863 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.121295 -0.422850 -1.587379 2.160530 -0.271246 -0.419946 0.012491 1.495725 0.7158 0.6706 0.4013 nan nan
2459862 digital_ok 100.00% 100.00% 100.00% 0.00% - - 0.456618 -0.832734 3.393703 6.152879 -0.876831 0.006374 -0.163685 0.501307 0.0469 0.0610 0.0039 nan nan
2459861 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.086301 -0.310411 -1.434320 2.370995 -0.026734 -0.228583 0.014849 1.926283 0.0447 0.0575 0.0040 nan nan
2459860 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.041704 -0.154607 2.512600 4.994955 -0.968250 1.076944 0.134091 0.216010 0.7338 0.6787 0.4127 nan nan
2459859 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.326955 -0.480861 -1.495943 2.419664 0.574635 -0.025458 -0.371190 -0.150388 0.7385 0.6872 0.4047 nan nan
2459858 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 9.453302 11.016237 9.057826 9.853593 2.178396 2.886142 0.669310 1.252467 0.0274 0.0261 0.0011 1.247058 1.237521
2459857 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.400415 -0.083393 0.078519 0.041408 -0.661451 0.054936 0.830975 2.251186 0.0289 0.0258 0.0017 nan nan
2459856 digital_ok 0.00% 0.00% 0.00% 0.00% 3.43% 2.29% -0.631160 -1.210741 -0.679964 0.433922 -1.368224 0.015492 -0.315683 0.887606 0.7277 0.7096 0.3852 1.870808 1.598993
2459855 digital_ok 0.00% 0.00% 0.00% 0.00% 4.58% 0.00% 0.180134 -1.044977 -0.842020 0.376014 -1.230433 -0.346623 0.254932 1.782955 0.7206 0.7299 0.4217 1.703944 1.482785
2459854 digital_ok 0.00% 0.00% 0.00% 0.00% 8.93% 0.00% 0.215511 -1.054327 -0.857043 0.016652 -1.207178 -0.470932 -0.225603 1.737396 0.7343 0.7512 0.4309 1.511928 1.393813
2459853 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.189152 -0.634157 -0.813759 0.062871 -1.102587 0.363817 0.292869 2.159505 0.7565 0.7040 0.4152 1.769252 1.614316
2459852 digital_ok 0.00% 0.00% 0.00% 0.00% 8.65% 0.54% 0.003441 -0.276000 -0.549055 -0.073871 -1.747458 -0.213021 -0.752996 -0.245614 0.8402 0.8395 0.2379 2.740619 2.676885
2459851 digital_ok 0.00% 0.00% 0.00% 0.00% 11.76% 3.74% 0.746452 -0.247193 -0.668201 0.351970 -0.341454 1.875518 0.142539 1.912664 0.7757 0.7479 0.3342 1.727942 1.586059
2459850 digital_ok 0.00% 0.00% 0.00% 0.00% 18.02% 0.00% 0.396922 -0.527392 -0.791723 0.264578 -1.095466 -0.012005 0.062480 2.146959 0.7609 0.7660 0.3451 1.640267 1.436344
2459849 digital_ok 0.00% 0.00% 0.00% 0.00% 16.67% 0.00% 0.515232 -0.447375 -0.230918 0.242921 -1.435706 -0.156896 -0.516780 0.712714 0.7605 0.7589 0.3495 1.629703 1.471241
2459848 digital_ok 0.00% 0.00% 0.00% 0.00% 30.15% 0.00% 0.500240 -0.141019 -0.004908 -0.692029 -1.547914 0.439501 -0.498763 0.824869 0.7357 0.7607 0.3702 1.625691 1.490290
2459847 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.477475 0.354283 -0.027877 -0.797848 0.134910 0.962994 5.277629 4.373523 0.7376 0.6976 0.4237 3.270274 3.119052
2459846 digital_ok 0.00% 0.00% 0.00% 0.00% 33.33% 0.00% 1.255008 0.109983 0.419487 -0.869708 -0.822403 0.485884 -0.202431 1.642427 0.8373 0.6718 0.4913 1.680339 1.406950
2459845 digital_ok 0.00% 0.00% 0.00% 0.00% 16.02% 0.00% 0.781907 0.273222 0.692061 -0.572595 -1.294675 -0.329542 0.030173 0.945489 0.7333 0.7471 0.3845 1.223938 1.221412
2459844 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.851178 1.491841 -0.646425 -0.605713 -0.487480 0.616752 0.548918 2.548471 0.0286 0.0264 0.0011 nan nan
2459843 digital_ok 0.00% 1.20% 0.66% 0.00% 15.22% 0.00% -0.099326 -0.083000 -0.104487 -1.180743 -0.425228 -0.717205 0.165685 1.074758 0.7444 0.7504 0.3961 1.758557 1.640010
2459842 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.281035 0.591579 0.576251 0.438472 -0.325734 0.995288 -0.130229 0.317509 0.7648 0.6945 0.2470 2.202509 2.134373
2459841 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.021521 0.374743 -0.274934 -0.644139 -0.949728 0.434897 0.606269 1.368514 0.0283 0.0269 0.0013 nan nan
2459840 digital_ok 100.00% 100.00% 100.00% 0.00% - - 335.981025 169.197096 121.036866 54.694165 1639.914237 305.932091 3819.395527 852.414096 0.0207 0.0172 0.0021 nan nan
2459839 digital_ok 100.00% - - - - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459838 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.293841 -0.811562 -0.265738 -0.675083 -0.929714 -0.584628 -0.540672 0.920113 0.7642 0.7299 0.3893 2.418838 2.142951
2459836 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0394 0.0706 0.0094 nan nan
2459835 digital_ok 100.00% 100.00% 100.00% 0.00% - - -1.284801 -0.557182 -0.117510 0.787945 0.822232 0.393600 5.678911 4.989273 0.0388 0.0709 0.0093 nan nan
2459833 digital_ok 100.00% 100.00% 100.00% 0.00% - - -0.094689 -0.522170 0.114123 -0.115170 3.700766 3.507707 6.465173 8.586355 0.0331 0.0379 0.0046 nan nan
2459832 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.523124 -0.688895 -0.551055 -0.868038 -1.557011 0.632228 -0.334033 2.154181 0.8129 0.5636 0.5675 1.813805 1.737863
2459831 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.337680 0.286988 -0.896102 -0.873271 -0.004178 -0.233583 0.420249 1.461535 0.0267 0.0256 0.0019 nan nan
2459830 digital_ok 0.00% 0.00% 0.00% 0.00% 2.63% 0.00% 0.114572 0.010609 -0.277978 -0.569982 -1.247299 -0.269946 0.318285 1.189087 0.8105 0.5750 0.5536 1.736995 1.275000
2459829 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.591502 -0.483318 0.374213 -0.833291 -0.778491 0.628998 -0.292609 2.866453 0.7653 0.6927 0.4055 0.999127 0.865650
2459828 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 100.00% 0.637727 -0.401309 0.164774 -0.822043 -0.636341 -0.125017 0.295332 1.259164 0.8075 0.5831 0.5343 0.000000 0.000000
2459827 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.586790 -0.025917 0.022723 -0.846513 -1.204998 -0.092183 0.672837 2.061765 0.7749 0.7009 0.4030 0.000000 0.000000
2459826 digital_ok 0.00% 0.00% 0.00% 0.00% 84.21% 0.00% 0.568436 0.044568 -0.131778 -0.771030 -1.227215 -0.315620 -0.274563 1.682189 0.8084 0.6076 0.4986 0.000000 0.000000
2459825 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.343298 -0.307203 0.020743 -0.395088 -0.680691 -0.564057 0.289178 1.276085 0.8080 0.6202 0.4989 1.565560 1.155008
2459824 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.596406 -0.473334 0.152126 -0.531261 0.826571 2.250334 4.494332 6.968808 0.7451 0.7568 0.3542 5.684988 6.577228
2459823 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.504561 -0.105032 0.014762 -0.412099 -0.282217 1.130897 -0.089241 1.512185 0.7796 0.6698 0.4482 2.647421 2.889904
2459822 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.363027 -0.119315 0.168969 -0.899812 -0.654998 -0.151487 0.640295 -0.023948 0.8156 0.6462 0.4920 2.147480 1.705858
2459821 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.330260 -0.469068 0.009171 -0.968885 0.636495 1.059377 -0.168030 1.948510 0.8018 0.6447 0.4952 2.030322 1.853633
2459820 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.53% 0.476826 0.155311 -0.020548 -0.925102 -0.504354 1.006042 -0.721900 0.553495 0.7864 0.6999 0.4072 2.197759 1.964650
2459817 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.378260 -0.550673 0.005525 -0.876032 0.000503 -0.766229 0.711787 0.716658 0.8089 0.6749 0.4892 2.192128 2.086517
2459816 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.791655 -0.022235 0.015823 -0.230319 -0.026581 1.769969 -0.228758 3.151570 0.8476 0.6184 0.5720 2.005463 1.658412
2459815 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.253947 -0.306894 -0.028162 -0.293744 -0.494246 -0.715435 -0.085276 2.316710 0.8001 0.6802 0.5042 2.224198 2.052190
2459814 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459813 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.53% 0.712882 1.168031 0.009962 -0.929585 0.463851 0.218777 -0.440206 1.787300 0.7971 0.7092 0.4136 2.396780 1.978120

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 163: 2459952

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 2.775016 1.369009 0.601964 0.622779 -0.181086 0.154322 -0.521983 2.775016 0.015333

Antenna 163: 2459951

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 2.123992 0.994395 0.163528 0.478126 -0.101575 0.782543 -0.140624 2.123992 -0.069709

Antenna 163: 2459950

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Shape 1.325557 1.325557 0.276020 0.431459 -0.117552 1.248048 0.133588 0.010278 -0.308141

Antenna 163: 2459949

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Shape 1.408842 0.199775 1.408842 -0.122993 0.513219 0.036437 1.075156 -0.135227 0.937027

Antenna 163: 2459948

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Shape 1.162731 0.301232 1.162731 -0.530171 0.434870 -0.353676 0.664382 -0.352117 0.525101

Antenna 163: 2459947

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Shape 1.117516 1.117516 0.167124 0.209510 -0.368220 0.928790 0.089377 0.372993 -0.074778

Antenna 163: 2459946

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 2.702104 0.010676 0.608362 0.377810 -0.579659 0.181554 0.024632 2.702104 0.460811

Antenna 163: 2459945

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Variability 1.472861 0.124594 0.499228 0.284063 -0.474166 1.472861 -0.267709 1.121043 -0.219349

Antenna 163: 2459944

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Variability 0.835716 0.578232 0.059478 -0.378652 0.349613 -0.267138 0.835716 -0.499204 0.801660

Antenna 163: 2459943

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Variability 1.050205 0.051268 0.208559 0.274375 -0.369003 1.050205 -0.199927 0.055993 -0.675054

Antenna 163: 2459942

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Variability 1.162130 0.046564 0.342180 0.240436 -0.434741 1.162130 -0.067709 0.329802 -0.496162

Antenna 163: 2459941

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 1.554831 1.128684 0.348635 0.358613 -0.511683 1.433682 0.191321 1.554831 -0.239219

Antenna 163: 2459940

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 2.926149 1.270397 0.279230 0.357679 -0.499124 1.580442 0.289942 2.926149 -0.012601

Antenna 163: 2459939

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Variability 1.622823 1.200541 0.008022 0.296951 -0.408400 1.622823 0.114070 0.829909 -0.189505

Antenna 163: 2459938

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 1.248922 1.177576 0.017529 0.245549 -0.445152 0.746778 0.024287 1.248922 -0.207576

Antenna 163: 2459937

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Variability 1.415004 0.171387 1.149508 -0.420318 0.265440 0.094365 1.415004 -0.369421 0.406824

Antenna 163: 2459936

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Shape 0.997690 0.510959 0.997690 -0.412206 0.171280 -0.528574 0.628578 -0.016946 0.316757

Antenna 163: 2459935

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 2.356932 0.713005 0.183414 0.230462 -0.707368 0.724658 -0.189357 2.356932 0.148113

Antenna 163: 2459934

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Shape 1.118442 -0.129846 1.118442 -0.678219 0.073389 -0.359201 0.504786 -0.373249 1.033316

Antenna 163: 2459933

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Variability 1.350591 0.861155 -0.017632 0.038357 -0.691083 1.350591 -0.438857 0.946444 -0.172386

Antenna 163: 2459932

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Variability 3.128630 1.307230 -0.031141 0.120569 -0.717895 3.128630 -0.657882 1.562086 0.100927

Antenna 163: 2459931

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 1.187706 -0.246255 0.994439 -0.565929 0.148578 -0.459839 0.242112 -0.078620 1.187706

Antenna 163: 2459930

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Shape 0.838582 -0.144731 0.838582 -0.548509 0.359429 -0.301907 0.458403 -0.215091 0.549102

Antenna 163: 2459929

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 0.444016 -0.163112 -0.348077 0.258372 -0.245545 0.186445 -0.224305 0.444016 0.157115

Antenna 163: 2459928

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 1.614786 1.163217 0.106123 0.213534 -0.568575 0.780183 -0.091147 1.614786 -0.019907

Antenna 163: 2459927

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Shape 1.666938 1.666938 -0.091559 0.194364 -0.504695 0.757448 -0.608933 0.513697 -0.032063

Antenna 163: 2459926

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Shape 1.503485 1.503485 0.100781 0.268288 -0.127171 0.603889 -0.056911 0.437727 0.009714

Antenna 163: 2459925

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Variability 0.421372 -0.589455 -0.378116 -0.504254 0.222565 -0.587163 0.421372 -0.157250 0.418469

Antenna 163: 2459924

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Variability 1.180130 -0.165278 -0.301377 -0.331616 0.166498 0.673198 1.180130 0.430871 0.571733

Antenna 163: 2459923

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 0.550385 -0.404140 0.135929 0.440242 -0.462673 0.343433 -0.518716 0.550385 -0.149739

Antenna 163: 2459922

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Shape 10.752438 10.752438 9.792233 7.940048 7.297499 10.056476 10.049010 0.843631 0.490872

Antenna 163: 2459921

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok ee Temporal Variability 11.553172 8.968688 9.666102 8.094771 9.172872 11.553172 11.422154 0.294117 0.812716

Antenna 163: 2459920

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 163: 2459919

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Variability 1.752741 0.096616 0.232768 -0.410238 0.242765 0.846095 1.752741 0.107430 0.675444

Antenna 163: 2459918

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 1.257322 -0.048906 -0.139380 0.099705 -0.544800 0.446983 -0.157290 1.257322 -0.072430

Antenna 163: 2459917

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 2.153503 -0.647121 0.261662 0.294598 -0.358536 1.786867 -0.191067 2.153503 -0.027858

Antenna 163: 2459916

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Variability 0.922001 -0.225317 -0.135294 -0.423154 0.117404 -0.034600 0.922001 0.000796 0.824178

Antenna 163: 2459915

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Variability 0.651835 0.060732 -0.297246 -0.480982 0.138699 -0.198671 0.651835 -0.526353 0.375572

Antenna 163: 2459914

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Variability 0.551720 0.066627 -0.528976 -0.642604 0.069144 -0.311686 0.551720 -0.332733 0.304025

Antenna 163: 2459913

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 2.028863 1.258023 0.137141 0.172830 -0.623663 1.054293 0.222733 2.028863 0.181441

Antenna 163: 2459912

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 1.691994 1.043271 -0.042875 0.294034 -0.627591 0.956358 0.076163 1.691994 -0.264714

Antenna 163: 2459911

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Shape 0.843747 0.843747 -0.327333 0.194181 -0.592725 -0.262138 -0.215999 0.620656 -0.412621

Antenna 163: 2459910

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Variability 1.184565 0.951621 -0.273522 0.128004 -0.598215 1.184565 -0.140822 0.525026 -0.345122

Antenna 163: 2459909

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 1.286688 1.173672 -0.209143 0.178414 -0.587997 1.172235 -0.025178 1.286688 0.011897

Antenna 163: 2459908

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Shape 1.192623 -0.202902 1.192623 -0.543736 0.251902 -0.197508 0.828102 -0.050528 1.083527

Antenna 163: 2459907

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Shape 1.146147 1.146147 -0.346134 0.173767 -0.656567 0.837104 -0.186159 0.971843 -0.250955

Antenna 163: 2459906

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 2.392033 1.078223 -0.240223 0.066686 -0.739752 1.607632 0.155280 2.392033 0.245374

Antenna 163: 2459905

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 2.002473 1.064828 -0.133246 0.090400 -0.595020 1.632078 0.171540 2.002473 0.137423

Antenna 163: 2459904

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 2.727877 0.973710 -0.006058 0.162879 -0.630222 1.276552 0.065816 2.727877 0.618485

Antenna 163: 2459903

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 2.269545 0.963888 -0.341886 0.101576 -0.603617 1.026889 -0.186184 2.269545 0.602939

Antenna 163: 2459902

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Shape 1.391862 -0.347556 1.391862 -0.648918 -0.101442 -0.286067 1.244480 -0.054314 0.927146

Antenna 163: 2459901

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok ee Temporal Discontinuties 1.896516 -0.683983 1.568150 -0.597089 0.088492 0.154284 0.934296 1.896516 1.424682

Antenna 163: 2459900

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 1.673460 -0.476301 1.362045 -0.584384 0.106213 0.198620 1.271856 0.346438 1.673460

Antenna 163: 2459898

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 3.276243 0.942063 -0.175795 0.072820 -0.680449 0.518540 0.066782 3.276243 0.258646

Antenna 163: 2459897

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 1.954712 0.844649 -0.379684 0.142250 -0.802102 0.450996 0.162676 1.954712 1.212110

Antenna 163: 2459896

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Shape 0.840884 0.840884 -0.589627 0.034656 -0.675007 0.105306 -0.276720 0.588899 -0.158470

Antenna 163: 2459895

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Shape 1.240408 -0.072995 1.240408 -0.659617 -0.086789 -0.333897 0.479964 -0.414369 0.109739

Antenna 163: 2459894

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 1.536125 1.048642 -0.159974 0.150050 -0.726370 0.618045 -0.374617 1.536125 -0.104849

Antenna 163: 2459893

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok ee Temporal Discontinuties 2.161686 -0.573401 1.158252 -0.694647 0.095635 -0.234694 0.941063 2.161686 1.732936

Antenna 163: 2459892

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 1.176288 1.122785 -0.759912 -0.007005 -0.779935 0.805491 -0.503924 1.176288 0.760810

Antenna 163: 2459891

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 2.201354 -0.511896 0.946079 -0.850013 0.109063 -0.346090 1.175268 1.361043 2.201354

Antenna 163: 2459890

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Shape 1.060290 1.060290 -0.427745 0.007704 -0.710669 0.881656 -0.564797 0.668686 -0.286717

Antenna 163: 2459889

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 2.681920 -0.192862 1.036398 -0.957063 0.031452 -0.674438 -0.106797 0.323027 2.681920

Antenna 163: 2459888

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Variability 2.639106 0.886312 -0.402603 0.091058 -0.695924 2.639106 0.008061 0.190918 -0.606667

Antenna 163: 2459887

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Variability 1.120682 0.918755 -0.622218 -0.058941 -0.560446 1.120682 0.127612 0.901388 -0.206692

Antenna 163: 2459886

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Shape 1.547883 -0.037512 1.547883 -0.511344 0.001000 -0.125262 0.359954 -0.288985 0.109393

Antenna 163: 2459885

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok ee Power 1.205290 -0.529497 -0.637026 -0.732415 1.205290 0.624623 -1.475136 -0.530188 -0.509882

Antenna 163: 2459884

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Variability 0.733222 0.400415 -0.474951 -0.068817 -0.752980 0.733222 -0.006192 0.585349 -0.348949

Antenna 163: 2459883

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 1.727088 0.009719 -0.994580 -0.669367 0.833784 0.075526 -1.278412 1.727088 -0.354855

Antenna 163: 2459882

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Variability 1.021787 0.072294 -0.848989 -0.807349 0.917651 1.021787 -1.428498 0.930329 -0.141047

Antenna 163: 2459881

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 6.236088 0.546586 0.104774 -0.848898 1.136483 0.533914 -1.294111 6.236088 1.589011

Antenna 163: 2459880

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 1.048622 0.223676 -0.701379 -0.754618 0.366663 -0.303388 -1.056779 1.048622 -0.110576

Antenna 163: 2459879

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 1.666434 -0.257618 -0.564416 0.186049 -0.424667 0.027886 0.046960 1.666434 0.158936

Antenna 163: 2459878

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 1.546773 -0.935668 -0.418900 -0.730734 0.940175 0.937989 -1.151998 1.546773 0.126701

Antenna 163: 2459876

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Variability 2.644328 -0.742006 -0.935241 0.625936 -0.632835 -0.646231 2.644328 0.319630 1.628183

Antenna 163: 2459875

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok ee Power 1.106331 0.102040 -1.319783 1.106331 -0.941216 -1.227743 0.785098 -0.349473 0.641401

Antenna 163: 2459874

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 163: 2459873

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 0.724918 -0.300624 -1.597231 0.535072 -0.879886 -1.239407 0.053643 -0.468242 0.724918

Antenna 163: 2459872

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 2.322477 -1.963330 0.047346 -1.084029 1.453014 1.162265 -1.326889 2.322477 0.274893

Antenna 163: 2459871

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Variability 3.696496 -1.591090 0.249644 -1.057449 1.050031 3.696496 -1.117056 0.634325 -0.052815

Antenna 163: 2459870

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 2.181611 -0.427475 -1.841286 0.659371 -0.888602 -1.275088 0.409580 1.096237 2.181611

Antenna 163: 2459869

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Variability 0.828561 -0.549183 -2.228124 0.438508 -0.698836 -1.058133 0.828561 0.241660 0.077981

Antenna 163: 2459868

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 2.322388 -0.688839 -1.937442 0.775620 -1.244764 -1.119164 0.451605 0.516307 2.322388

Antenna 163: 2459867

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 1.274293 -0.435177 -1.536490 0.810231 -1.165841 -1.260890 0.133082 0.357787 1.274293

Antenna 163: 2459866

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok ee Power 0.857595 -1.420910 -0.528055 -1.017969 0.857595 -0.156926 -1.550237 -0.157922 -0.383111

Antenna 163: 2459865

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok ee Power 1.221559 -0.118860 -0.869564 1.221559 -1.039737 -1.054437 0.315011 0.149419 0.265384

Antenna 163: 2459864

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Power 5.595578 -1.326628 -0.825983 5.595578 2.378073 1.077088 -0.827484 4.228069 1.671255

Antenna 163: 2459863

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Power 2.160530 0.121295 -0.422850 -1.587379 2.160530 -0.271246 -0.419946 0.012491 1.495725

Antenna 163: 2459862

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Power 6.152879 0.456618 -0.832734 3.393703 6.152879 -0.876831 0.006374 -0.163685 0.501307

Antenna 163: 2459861

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Power 2.370995 -0.310411 -0.086301 2.370995 -1.434320 -0.228583 -0.026734 1.926283 0.014849

Antenna 163: 2459860

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Power 4.994955 -0.041704 -0.154607 2.512600 4.994955 -0.968250 1.076944 0.134091 0.216010

Antenna 163: 2459859

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Power 2.419664 -0.326955 -0.480861 -1.495943 2.419664 0.574635 -0.025458 -0.371190 -0.150388

Antenna 163: 2459858

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Shape 11.016237 11.016237 9.453302 9.853593 9.057826 2.886142 2.178396 1.252467 0.669310

Antenna 163: 2459857

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 2.251186 -0.083393 -0.400415 0.041408 0.078519 0.054936 -0.661451 2.251186 0.830975

Antenna 163: 2459856

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 0.887606 -0.631160 -1.210741 -0.679964 0.433922 -1.368224 0.015492 -0.315683 0.887606

Antenna 163: 2459855

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 1.782955 -1.044977 0.180134 0.376014 -0.842020 -0.346623 -1.230433 1.782955 0.254932

Antenna 163: 2459854

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 1.737396 -1.054327 0.215511 0.016652 -0.857043 -0.470932 -1.207178 1.737396 -0.225603

Antenna 163: 2459853

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 2.159505 -0.634157 0.189152 0.062871 -0.813759 0.363817 -1.102587 2.159505 0.292869

Antenna 163: 2459852

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok ee Shape 0.003441 0.003441 -0.276000 -0.549055 -0.073871 -1.747458 -0.213021 -0.752996 -0.245614

Antenna 163: 2459851

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
163 N14 digital_ok nn Temporal Discontinuties 1.912664 0.746452 -0.247193 -0.668201 0.351970 -0.341454 1.875518 0.142539 1.912664
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